| Paper presentations and discussions |
- M. Werman, D. Kersten. A Bayesian Method for Fitting Parametric and Nonparametric Models to Noisy Data .
PAMI, 23, 5, 528-534, 2001.
paper
- J. C. Carr et al.
Reconstruction and Representation of 3D Objects with Radial Basis Functions.
SIGGRAPH 2001. webpage
- Multi-level partitions of unity implicits
- S. Rusinkiewicz, M. Levoy. Efficient Variants of the ICP Algorithm.
3DPVT. webpage
- S. Granger and X. Pennec. Multi-scale EM-ICP: A Fast and Robust Approach for Surface Registration. In A. Heyden, G. Sparr, M. Nielsen, and P. Johansen, editors, European Conference on Computer Vision (ECCV 2002), volume 2353 of LNCS, Copenhagen, Denmark, pages 418--432, 2002. Springer
paper
|
| Paper presentation and discussions |
- D. Wood, D. Azuma, W. Aldinger, B. Curless, T. Duchamp, D. Salesin,
W. Stuetzle.
Surface Light Fields for 3D Photography, SIGGRAPH 2000.
website
- H. Lensch, J. Kautz, M. Goesele, W. Heidrich, and H.-P. Seidel .
Image-Based Reconstruction of Spatially Varying Materials .
Proceedings of the EG Rendering Workshop '01.
paper
website with demos .
Journal version
- A. Hertzmann and S. Seitz. Shape and Materials by Example. CVPR 2003.
website
|
| Model selection |
|
| Gaussian Processes |
MacKay, Chapter 45
|
| Paper presentations and discussion |
TBD, most likely:
- A. O'Hagan. Monte Carlo is Fundamentally Unsound.
The Statistician. 1987. 36:2-3.
website
-
C. E. Rasmussen, Z. Ghahramani. Bayesian Monte Carlo. 2003.
NIPS 15.
paper
|
| Texture synthesis and transfer |
- S. Geman and D. Geman. Stochastic Relaxation, Gibbs Distributions,
and the Bayesian Restoration of Images. IEEE Transactions on Pattern Analysis
and Machine Intelligence. Vol. PAMI-6, No 6, Nov. 1984.
- S.Z. Li. ``Modeling Image Analysis Problems Using Markov Random Fields''. In C.R. Rao and D.N. Shanbhag (ed), Stochastic Processes: Modeling and Simulation, Volume 20 of Handbook of Statistics. Elsevier Science. (to appear in 2001).
-
Wei-Levoy, Ashikhmin, Hertzmann et al., Drori et al, Criminisi et al.
- C. Liu, H. Shum, C. Zhang. A Two-Step Approach to Hallucinating Faces:
Global Parametric Model and Local Nonparametric Model. CVPR 2001.
paper, powerpoint
- video textures
- action synthesis
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